Have you ever sat in a meeting where someone mentions AI, and everyone nods, and then the agenda moves on — as if nodding was the same as deciding?
I have been in that meeting more times than I can count. And every time, I leave with the same quiet unease. Not because AI is being ignored. But because it is being acknowledged without being reckoned with. There is a difference. And that difference, I think, is everything.
Almost a decade ago, I did something that made very little sense on paper.
I had a medical degree. Years of clinical training. The kind of qualification that, in Malaysia, carries a particular weight — the weight of expectation, of sacrifice, of a path that was supposed to be settled. And I walked away from it.
What followed was six months of silence. No offers. No callbacks. Just the slow, humbling realisation that the conventional path had run out of road — and that doing the same thing repeatedly would only ever produce the same result.
Six months in, I cold-emailed a Managing Director. Not a recruiter. The MD. I had never met him. He had no reason to reply.
He is Irish. And I had spent five years of my life in his country. Some connections don't need an explanation.
He replied.
I have thought about that moment many times since. A Malaysian doctor. An Irish MD. One email. You can call it luck. You can call it strategy. But the older I get, the more I believe some doors were always meant to open — and our only job is to be standing in front of them when they do.
I tell you this not as a triumph, but as a data point. Because what that moment taught me — and what I have spent every year since trying to prove — is this: the people who move forward are rarely the most credentialed. They are the ones willing to act when everyone else is still waiting for permission.
We are at another one of those moments now. Except this time, it is not just my career at the crossroads.
It is an entire generation's.
Those of us who learned our craft before the machine offered to do it for us are standing at one of the most quietly consequential junctures in professional history.
The choice is not complicated. But it is real.
We can become the Gold Generation — the ones who hold something genuinely rare. We have the foundation and the new tools. We know what good work looks like from the inside, which means we know when AI is helping us and when it is quietly leading everyone astray.
Or we can become the Old Generation — the ones who clutch their expertise like a credential instead of a foundation. Who watch the world reorganise itself and call it a threat.
Here is the thing about the incoming generation: they will be extraordinary. They will build faster than we ever could. They will prompt, iterate, and produce in ways that will genuinely humble us.
But ask them to audit the output — to catch the flaw in the model's reasoning, to know in their bones when the answer is wrong — and some of them will not know where to begin. Because you cannot interrogate a process you have never run yourself. Competence at using a tool and competence at evaluating what the tool produces are not the same thing. And only one of those can be learned without doing the actual work first.
That is what our years have built. The ability to evaluate, not just execute.
But I want to be honest about something, because I have seen what happens when people confuse earned experience with permanent advantage.
Knowing the foundation only makes us gold if we learn the new tools on top of it. The cold email worked not because I was a doctor, but because I was a doctor willing to become something else entirely. The same move is required now — same principle, different examination.
AI is not the end of expertise. It is the next test. And we, the ones who have already passed the harder ones, are better prepared for it than we think.
What we must not do is stand still and call it dignity.
The crossroads is real. The quiet is real.
But so is the choice.
Gold, not old.
— Haqeem Zulkiflee PfMP | PgMP | PMP | LSSMBB Built a career that had no template. Still building. This blog is for the 10% who genuinely wanted to know why.